Deep Learning in Action: Image and Video Processing for Practical Use
Price: $150.00
(as of Nov 23,2024 22:03:29 UTC – Details)
Publisher : Elsevier; 1st edition (March 15, 2025)
Language : English
Paperback : 250 pages
ISBN-10 : 044330078X
ISBN-13 : 978-0443300783
Item Weight : 1.11 pounds
In today’s digital age, the ability to process and analyze images and videos plays a crucial role in a wide range of industries, from healthcare to entertainment to security. Deep learning, a subset of artificial intelligence, has revolutionized the way we approach image and video processing, allowing for more accurate and efficient analysis of visual data.
One practical application of deep learning in image processing is in medical imaging, where algorithms can help detect and diagnose diseases such as cancer or abnormalities in X-rays and MRIs. By training deep learning models on vast amounts of medical imaging data, healthcare professionals can improve their ability to accurately diagnose and treat patients.
In the field of security, deep learning algorithms can be used to analyze surveillance footage and detect anomalies or suspicious behavior in real-time. This can help prevent crimes and enhance public safety by alerting authorities to potential threats.
In the entertainment industry, deep learning is being used to enhance visual effects in movies and video games, creating more realistic and immersive experiences for audiences. By training deep learning models on large datasets of images and videos, special effects artists can create stunning visual effects that were previously impossible to achieve.
Overall, deep learning has opened up a world of possibilities for image and video processing, allowing for more accurate, efficient, and innovative solutions to real-world problems. As the technology continues to advance, we can expect to see even more exciting applications in the future.
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